V-Mapper:

A topological data analysis (TDA) method for high-dimensional data, Mapper, represents a topology of data as a simplicial complex or graph abstraction based on the nerve of clusters [Singh et al., 2007]. V-Mapper (velocity Mapper) is an extension of Mapper for high-dimensional data with position and velocity. V-Mapper describes a topological structure and flows on it simultaneously as a weighted directed graph (V-Mapper graph) by embedding given velocity data in the edges of the Mapper graph.

_images/VMapper_Top.jpg

Installation

V-Mapper package supports PyPI install.

$ pip install vmapper

You can also install the development version of V-Mapper from GitHub:

$ pip install git+https://github.com/yusuke-imoto-lab/V-Mapper.git

To use V-Mapper, import vmapper.

import vmapper

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